Multi-Objective Optimization of Building Environmental Performance: An Integrated Parametric Design Method Based on Machine Learning Approaches

Multi-Objective Optimization of Building Environmental Performance: An Integrated Parametric Design Method Based on Machine Learning Approaches

Reducing energy consumption while providing a high-quality environment for building occupants has become an important target worthy of consideration in the pre-design stage. A reasonable design can achieve both better performance and energy conservation. Parametric design tools show potential to int...

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Bibliographic Details
Main Authors: Yijun Lu, Wei Wu, Xuechuan Geng, Yanchen Liu, Hao Zheng, Miaomiao Hou
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Energies
Subjects:
building performance simulation
machine learning
multi-objective optimization
parametric design
genetic algorithm
Online Access:https://www.mdpi.com/1996-1073/15/19/7031

Internet

https://www.mdpi.com/1996-1073/15/19/7031

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